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LinkedIn's terms say no. US courts say it's not a crime. The CNIL says GDPR still applies. Every LinkedIn scraping lawsuit, ruling and fine, in one place.
I tested the top no-code plus api PagesJaunes scrapers, looking at data depth, pricing at scale, and ease of use. Here's the honest breakdown.
I ran the same 1,000 reviews through every Google reviews scraper, then ranked the 3 best on data, speed, cost, and scale.
I tested every Leboncoin scraper on the same real-estate listings, then ranked the 3 best on data, phone access, speed, cost, and scale.
I tested 6 Reddit scraping tools — no-code and API — against the same post dataset. Here's what I got on comment capture, reliability, and cost per result.